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Pankaj Pandey

pankajpandey-dev
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AI & ML interests

Natural Language Processing, Text Generation, Large Language Models, Quantization, Fine-Tuning, RLHF, Model Merging

Recent Activity

upvoted a collection 1 day ago
GGUF Quantizations
upvoted a collection 1 day ago
šŸ‡®šŸ‡³ Hindi LLM Series
repliedto their post 1 day ago
šŸ‡®šŸ‡³ Qwen3-4B Hindi Instruct v2 ā€” a Hindi LLM that runs on your own machine Most strong Hindi-capable models are either huge or cloud-only. I wanted one that's small enough to run locally but actually follows instructions in Hindi ā€” so I fine-tuned Qwen3-4B on 10K Hindi instruction pairs and shipped it with a full GGUF quant ladder. āœ… Fine-tune (16-bit): huggingface.co/pankajpandey-dev/Qwen3-4B-Hindi-Instruct-v2 āœ… GGUF (Q4/Q5/Q8): huggingface.co/pankajpandey-dev/Qwen3-4B-Hindi-Instruct-v2-GGUF Runs in Ollama, llama.cpp, and LM Studio. The Q4_K_M is just 2.5 GB ā€” fits comfortably on a laptop, CPU or GPU. Part of my Hindi LLM Series ā€” building openly-licensed Indic models for local and edge use. More coming (Gemma next). Feedback welcome šŸ™ #Hindi #IndicNLP #GGUF #LocalLLM #Qwen
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